RRepoGEO

REPOGEO REPORT · LITE

lanqian528/chat2api

Default branch main · commit a63a90ce · scanned 6/25/2026, 1:32:37 AM

GitHub: 3,724 stars · 717 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface lanqian528/chat2api, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • hightopics#1
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    chatgpt, openai-api, proxy, llm, api-gateway, reverse-engineering
  • highreadme#2
    Add a concise English summary to the README's opening

    Why:

    CURRENT
    # CHAT2API

🤖 一个简单的 ChatGPT TO API 代理

🌟 无需账号即可使用免费、无限的 `GPT-3.5`
    COPY-PASTE FIX
    # CHAT2API

A service that converts the **ChatGPT web interface** into a **standard OpenAI API format**.
This allows developers to access ChatGPT's capabilities, including free GPT-3.5 without an account,
and advanced models like GPT-4/4o/mini with AccessTokens, all through a familiar API.

🤖 一个简单的 ChatGPT TO API 代理

🌟 无需账号即可使用免费、无限的 `GPT-3.5`
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://t.me/chat2api

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface lanqian528/chat2api
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 1×
  2. OpenAI Python Library · recommended 1×
  3. OpenAI Node.js Library · recommended 1×
  4. LangChain · recommended 1×
  5. LlamaIndex · recommended 1×
  • CATEGORY QUERY
    How can I access ChatGPT's web interface capabilities using a standard OpenAI API format?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. OpenAI Python Library
    3. OpenAI Node.js Library
    4. LangChain
    5. LlamaIndex
    6. Streamlit
    7. Gradio
    8. Next.js
    9. Vercel AI SDK

    AI recommended 9 alternatives but never named lanqian528/chat2api. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a proxy to convert ChatGPT web access into a standard OpenAI API for applications.
    you: not recommended
    AI recommended (in order):
    1. Pawan.krd's ChatGPT API
    2. ChatGPT-Next-Web
    3. Go-ChatGPT-API
    4. ChatGPT-API (by acheong08)
    5. OpenAI-Forwarder

    AI recommended 5 alternatives but never named lanqian528/chat2api. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of lanqian528/chat2api?
    pass
    AI did not name lanqian528/chat2api — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts lanqian528/chat2api in production, what risks or prerequisites should they evaluate first?
    pass
    AI named lanqian528/chat2api explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo lanqian528/chat2api solve, and who is the primary audience?
    pass
    AI named lanqian528/chat2api explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of lanqian528/chat2api. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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lanqian528/chat2api — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite
lanqian528/chat2api — RepoGEO report